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Zhongyi Pei — most-cited papers & profile · Time Series
← authors
·
overview
Zhongyi Pei
8
papers ·
3
citations ·
6
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding
2025 · 3 citations
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
2026
Thoth: Mid-Training Bridges LLMs to Time Series Understanding
2026
Retrieval-Augmented Generation with Covariate Time Series
2026
Aura: Universal Multi-dimensional Exogenous Integration for Aviation Time Series
2026
Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting
2026
TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts
2026
DualWeaver: Synergistic Feature Weaving Surrogates for Multivariate Forecasting with Univariate Time Series Foundation Models
2026
Top co-authors
Jiafeng Lin
· 3
Huakun Luo
· 2
Huan Zhang
· 2
Jianmin Wang
· 2
Jianmin Wang
· 2
Jianmin Wang
· 2
Binzhu Li
· 1
Bojian Zheng
· 1
Chen Wang
· 1
Chen Wang
· 1
Chen Wang
· 1
Haixuan Liu
· 1
Topics
cs.LG
Foundation Models
cs.AI
cs.CL
Anomaly Detection
Linear & Patch Models
Domain — Energy/Weather
Transformer Forecasters